Abstract
This paper studies the general decay synchronization (GDS) of a class of fuzzy cellular neural networks (FCNNs) with general activation functions and time-varying delays. By introducing suitable Lyapunov-Krasovskii functionals and employing useful inequality techniques, some novel criteria ensuring the GDS of considered FCNNs are established via a type of nonlinear control. In addition, two examples with numerical simulations are presented to illustrate the obtained theoretical results.
Acknowledgements
This work was supported by the National Natural Science Foundations of P.R. China (Grant No. 11601464, 61703358).
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© 2019 Walter de Gruyter GmbH, Berlin/Boston
Articles in the same Issue
- Frontmatter
- Original Research Articles
- Study on Fractional Differential Equations with Modified Riemann–Liouville Derivative via Kudryashov Method
- Marangoni Convection Flow Along a Wavy Surface with Non-Linear Radiation
- An Efficient Algorithm Based on Extrapolation for the Solution of Nonlinear Parabolic Equations
- A Highly Accurate Collocation Method for Linear and Nonlinear Vibration Problems of Multi-Degree-Of-Freedom Systems Based on Barycentric Interpolation
- General Decay Synchronization for Fuzzy Cellular Neural Networks with Time-Varying Delays
- An Input Shaping Control Scheme with Application on Overhead Cranes
- Global Stability of Nonlinear Feedback Systems with Positive Linear Parts
- Amplitude Incremental Method: A Novel Approach to Capture Stable and Unstable Solutions of Harmonically Excited Vibration Response of Functionally Graded Beams under Large Amplitude Motion
- Monotone Iterative Technique for Periodic Boundary Value Problem of Fractional Differential Equation in Banach Spaces
- Non-linear Frequency Response and Stability Analysis of Piezoelectric Nanoresonator Subjected to Electrostatic Excitation
Articles in the same Issue
- Frontmatter
- Original Research Articles
- Study on Fractional Differential Equations with Modified Riemann–Liouville Derivative via Kudryashov Method
- Marangoni Convection Flow Along a Wavy Surface with Non-Linear Radiation
- An Efficient Algorithm Based on Extrapolation for the Solution of Nonlinear Parabolic Equations
- A Highly Accurate Collocation Method for Linear and Nonlinear Vibration Problems of Multi-Degree-Of-Freedom Systems Based on Barycentric Interpolation
- General Decay Synchronization for Fuzzy Cellular Neural Networks with Time-Varying Delays
- An Input Shaping Control Scheme with Application on Overhead Cranes
- Global Stability of Nonlinear Feedback Systems with Positive Linear Parts
- Amplitude Incremental Method: A Novel Approach to Capture Stable and Unstable Solutions of Harmonically Excited Vibration Response of Functionally Graded Beams under Large Amplitude Motion
- Monotone Iterative Technique for Periodic Boundary Value Problem of Fractional Differential Equation in Banach Spaces
- Non-linear Frequency Response and Stability Analysis of Piezoelectric Nanoresonator Subjected to Electrostatic Excitation